Overview

Dataset statistics

Number of variables37
Number of observations227940
Missing cells6112115
Missing cells (%)72.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory64.3 MiB
Average record size in memory296.0 B

Variable types

NUM37

Warnings

Hct is highly correlated with HgbHigh correlation
Hgb is highly correlated with HctHigh correlation
Bilirubin_total is highly correlated with Bilirubin_directHigh correlation
Bilirubin_direct is highly correlated with Bilirubin_totalHigh correlation
EtCO2 has 218157 (95.7%) missing values Missing
PTT has 217641 (95.5%) missing values Missing
BUN has 207835 (91.2%) missing values Missing
Lactate has 217184 (95.3%) missing values Missing
Temp has 146825 (64.4%) missing values Missing
Hgb has 205645 (90.2%) missing values Missing
HCO3 has 215381 (94.5%) missing values Missing
BaseExcess has 208053 (91.3%) missing values Missing
RRate has 40155 (17.6%) missing values Missing
Fibrinogen has 225447 (98.9%) missing values Missing
Phosphate has 216350 (94.9%) missing values Missing
WBC has 208857 (91.6%) missing values Missing
Creatinine has 210148 (92.2%) missing values Missing
PaCO2 has 206897 (90.8%) missing values Missing
AST has 222179 (97.5%) missing values Missing
FiO2 has 201338 (88.3%) missing values Missing
Platelets has 209905 (92.1%) missing values Missing
SaO2 has 214926 (94.3%) missing values Missing
Glucose has 180904 (79.4%) missing values Missing
ABPm has 32051 (14.1%) missing values Missing
Magnesium has 210417 (92.3%) missing values Missing
Potassium has 199547 (87.5%) missing values Missing
ABPd has 75522 (33.1%) missing values Missing
Calcium has 210110 (92.2%) missing values Missing
Alkalinephos has 222232 (97.5%) missing values Missing
SpO2 has 32748 (14.4%) missing values Missing
Bilirubin_direct has 227221 (99.7%) missing values Missing
Chloride has 214023 (93.9%) missing values Missing
Hct has 200643 (88.0%) missing values Missing
Heartrate has 27812 (12.2%) missing values Missing
Bilirubin_total has 222614 (97.7%) missing values Missing
TroponinI has 224164 (98.3%) missing values Missing
ABPs has 36290 (15.9%) missing values Missing
pH has 202894 (89.0%) missing values Missing
Time is highly skewed (γ1 = 23.60735617) Skewed
FiO2 is highly skewed (γ1 = 163.0841491) Skewed
BaseExcess has 4361 (1.9%) zeros Zeros

Reproduction

Analysis started2020-10-27 17:28:07.298051
Analysis finished2020-10-27 17:30:45.252609
Duration2 minutes and 37.95 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

pid
Real number (ℝ≥0)

Distinct18995
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15788.83122
Minimum1
Maximum31658
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:45.386284image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1614
Q17879
median15726
Q323725
95-th percentile30057
Maximum31658
Range31657
Interquartile range (IQR)15846

Descriptive statistics

Standard deviation9151.896286
Coefficient of variation (CV)0.5796436835
Kurtosis-1.204590561
Mean15788.83122
Median Absolute Deviation (MAD)7933
Skewness0.008045686348
Sum3598906188
Variance83757205.62
MonotocityNot monotonic
2020-10-27T18:30:45.530910image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
204712< 0.1%
 
2153612< 0.1%
 
1949112< 0.1%
 
2973212< 0.1%
 
2768712< 0.1%
 
720912< 0.1%
 
106612< 0.1%
 
1335612< 0.1%
 
926212< 0.1%
 
1131112< 0.1%
 
Other values (18985)22782099.9%
 
ValueCountFrequency (%) 
112< 0.1%
 
212< 0.1%
 
412< 0.1%
 
612< 0.1%
 
812< 0.1%
 
ValueCountFrequency (%) 
3165812< 0.1%
 
3165712< 0.1%
 
3165612< 0.1%
 
3165412< 0.1%
 
3165312< 0.1%
 

Time
Real number (ℝ≥0)

SKEWED

Distinct61
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.014398526
Minimum1
Maximum315
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:45.681498image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7
Q310
95-th percentile12
Maximum315
Range314
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.716103192
Coefficient of variation (CV)0.6723460571
Kurtosis1435.068667
Mean7.014398526
Median Absolute Deviation (MAD)3
Skewness23.60735617
Sum1598862
Variance22.24162931
MonotocityNot monotonic
2020-10-27T18:30:45.814145image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
12189748.3%
 
11189648.3%
 
10189508.3%
 
9189328.3%
 
8188908.3%
 
7188358.3%
 
6187168.2%
 
5185518.1%
 
4182988.0%
 
3177987.8%
 
Other values (51)4103218.0%
 
ValueCountFrequency (%) 
1149576.6%
 
2169417.4%
 
3177987.8%
 
4182988.0%
 
5185518.1%
 
ValueCountFrequency (%) 
3151< 0.1%
 
3141< 0.1%
 
3131< 0.1%
 
3121< 0.1%
 
3111< 0.1%
 

Age
Real number (ℝ≥0)

Distinct76
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.0738089
Minimum15
Maximum100
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:45.953770image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum15
5-th percentile30
Q152
median64
Q374
95-th percentile85
Maximum100
Range85
Interquartile range (IQR)22

Descriptive statistics

Standard deviation16.45185383
Coefficient of variation (CV)0.2650369636
Kurtosis-0.1931563609
Mean62.0738089
Median Absolute Deviation (MAD)11
Skewness-0.4579614477
Sum14149104
Variance270.6634944
MonotocityNot monotonic
2020-10-27T18:30:46.083424image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6861202.7%
 
6957122.5%
 
6655922.5%
 
6755922.5%
 
6154722.4%
 
6254242.4%
 
7153882.4%
 
6353642.4%
 
7353042.3%
 
7452322.3%
 
Other values (66)17274075.8%
 
ValueCountFrequency (%) 
1524< 0.1%
 
1612< 0.1%
 
1784< 0.1%
 
183360.1%
 
195880.3%
 
ValueCountFrequency (%) 
10022201.0%
 
8913440.6%
 
8819440.9%
 
8723281.0%
 
8629761.3%
 

EtCO2
Real number (ℝ≥0)

MISSING

Distinct105
Distinct (%)1.1%
Missing218157
Missing (%)95.7%
Infinite0
Infinite (%)0.0%
Mean32.88311356
Minimum10
Maximum100
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:46.246950image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile19
Q128.5
median33
Q338
95-th percentile44
Maximum100
Range90
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation7.802065336
Coefficient of variation (CV)0.2372666238
Kurtosis4.550811881
Mean32.88311356
Median Absolute Deviation (MAD)5
Skewness0.3276325103
Sum321695.5
Variance60.87222351
MonotocityNot monotonic
2020-10-27T18:30:46.392599image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
324920.2%
 
334840.2%
 
354720.2%
 
344510.2%
 
314250.2%
 
304250.2%
 
294090.2%
 
373980.2%
 
363880.2%
 
383780.2%
 
Other values (95)54612.4%
 
(Missing)21815795.7%
 
ValueCountFrequency (%) 
1021< 0.1%
 
10.511< 0.1%
 
1115< 0.1%
 
11.53< 0.1%
 
1232< 0.1%
 
ValueCountFrequency (%) 
1002< 0.1%
 
992< 0.1%
 
972< 0.1%
 
802< 0.1%
 
799< 0.1%
 

PTT
Real number (ℝ≥0)

MISSING

Distinct940
Distinct (%)9.1%
Missing217641
Missing (%)95.5%
Infinite0
Infinite (%)0.0%
Mean40.09130984
Minimum12.5
Maximum250
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:46.525242image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum12.5
5-th percentile23.3
Q127.8
median32.2
Q340.6
95-th percentile88.01
Maximum250
Range237.5
Interquartile range (IQR)12.8

Descriptive statistics

Standard deviation26.03496133
Coefficient of variation (CV)0.649391637
Kurtosis20.14104945
Mean40.09130984
Median Absolute Deviation (MAD)5.5
Skewness3.939987972
Sum412900.4
Variance677.8192112
MonotocityNot monotonic
2020-10-27T18:30:46.659881image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1501380.1%
 
28.878< 0.1%
 
28.675< 0.1%
 
28.573< 0.1%
 
27.771< 0.1%
 
28.371< 0.1%
 
30.270< 0.1%
 
28.169< 0.1%
 
27.669< 0.1%
 
29.766< 0.1%
 
Other values (930)95194.2%
 
(Missing)21764195.5%
 
ValueCountFrequency (%) 
12.51< 0.1%
 
16.91< 0.1%
 
17.11< 0.1%
 
17.91< 0.1%
 
18.11< 0.1%
 
ValueCountFrequency (%) 
2505< 0.1%
 
249.96< 0.1%
 
24920< 0.1%
 
248.71< 0.1%
 
2471< 0.1%
 

BUN
Real number (ℝ≥0)

MISSING

Distinct198
Distinct (%)1.0%
Missing207835
Missing (%)91.2%
Infinite0
Infinite (%)0.0%
Mean23.19266352
Minimum1
Maximum268
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:46.790495image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7
Q112
median17
Q327
95-th percentile63
Maximum268
Range267
Interquartile range (IQR)15

Descriptive statistics

Standard deviation20.02428883
Coefficient of variation (CV)0.8633889255
Kurtosis13.38235155
Mean23.19266352
Median Absolute Deviation (MAD)6
Skewness2.95287337
Sum466288.5
Variance400.9721432
MonotocityNot monotonic
2020-10-27T18:30:46.926169image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1410680.5%
 
1310510.5%
 
1210310.5%
 
1510070.4%
 
119990.4%
 
169010.4%
 
108680.4%
 
178430.4%
 
98090.4%
 
187370.3%
 
Other values (188)107914.7%
 
(Missing)20783591.2%
 
ValueCountFrequency (%) 
19< 0.1%
 
1.51< 0.1%
 
227< 0.1%
 
386< 0.1%
 
3.51< 0.1%
 
ValueCountFrequency (%) 
2681< 0.1%
 
2661< 0.1%
 
2351< 0.1%
 
2341< 0.1%
 
2271< 0.1%
 

Lactate
Real number (ℝ≥0)

MISSING

Distinct919
Distinct (%)8.5%
Missing217184
Missing (%)95.3%
Infinite0
Infinite (%)0.0%
Mean2.859715508
Minimum0.2
Maximum31
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:47.052831image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.2
5-th percentile0.9
Q11.4
median2.1
Q33.4
95-th percentile7.32
Maximum31
Range30.8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.428367607
Coefficient of variation (CV)0.8491640517
Kurtosis14.39185064
Mean2.859715508
Median Absolute Deviation (MAD)0.9
Skewness3.077106834
Sum30759.1
Variance5.896969236
MonotocityNot monotonic
2020-10-27T18:30:47.171512image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.43160.1%
 
1.53080.1%
 
1.32970.1%
 
1.22960.1%
 
12950.1%
 
1.72780.1%
 
1.12770.1%
 
1.62720.1%
 
1.82640.1%
 
22490.1%
 
Other values (909)79043.5%
 
(Missing)21718495.3%
 
ValueCountFrequency (%) 
0.21< 0.1%
 
0.31< 0.1%
 
0.371< 0.1%
 
0.43< 0.1%
 
0.513< 0.1%
 
ValueCountFrequency (%) 
311< 0.1%
 
261< 0.1%
 
23.91< 0.1%
 
23.61< 0.1%
 
23.41< 0.1%
 

Temp
Real number (ℝ≥0)

MISSING

Distinct15
Distinct (%)< 0.1%
Missing146825
Missing (%)64.4%
Infinite0
Infinite (%)0.0%
Mean36.85213586
Minimum21
Maximum42
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:47.281219image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum21
5-th percentile36
Q136
median37
Q337
95-th percentile38
Maximum42
Range21
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8751522325
Coefficient of variation (CV)0.02374766651
Kurtosis3.142060344
Mean36.85213586
Median Absolute Deviation (MAD)1
Skewness-0.2676583441
Sum2989261
Variance0.7658914301
MonotocityNot monotonic
2020-10-27T18:30:47.370977image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%) 
373652216.0%
 
362449910.7%
 
38156896.9%
 
3522721.0%
 
3914170.6%
 
343800.2%
 
331320.1%
 
401290.1%
 
3241< 0.1%
 
4115< 0.1%
 
Other values (5)19< 0.1%
 
(Missing)14682564.4%
 
ValueCountFrequency (%) 
211< 0.1%
 
272< 0.1%
 
304< 0.1%
 
314< 0.1%
 
3241< 0.1%
 
ValueCountFrequency (%) 
428< 0.1%
 
4115< 0.1%
 
401290.1%
 
3914170.6%
 
38156896.9%
 

Hgb
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct257
Distinct (%)1.2%
Missing205645
Missing (%)90.2%
Infinite0
Infinite (%)0.0%
Mean10.62820767
Minimum3.3
Maximum23.8
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:47.483671image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum3.3
5-th percentile7.45
Q19.2
median10.5
Q312
95-th percentile14.2
Maximum23.8
Range20.5
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation2.074858965
Coefficient of variation (CV)0.1952219066
Kurtosis0.4318982194
Mean10.62820767
Median Absolute Deviation (MAD)1.4
Skewness0.3331230653
Sum236955.89
Variance4.305039723
MonotocityNot monotonic
2020-10-27T18:30:47.604355image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
10.34540.2%
 
9.94530.2%
 
10.14490.2%
 
10.24470.2%
 
10.64470.2%
 
104440.2%
 
114300.2%
 
10.74270.2%
 
10.84260.2%
 
9.44130.2%
 
Other values (247)179057.9%
 
(Missing)20564590.2%
 
ValueCountFrequency (%) 
3.31< 0.1%
 
3.51< 0.1%
 
3.61< 0.1%
 
3.72< 0.1%
 
3.81< 0.1%
 
ValueCountFrequency (%) 
23.81< 0.1%
 
23.61< 0.1%
 
23.41< 0.1%
 
21.61< 0.1%
 
20.81< 0.1%
 

HCO3
Real number (ℝ≥0)

MISSING

Distinct180
Distinct (%)1.4%
Missing215381
Missing (%)94.5%
Infinite0
Infinite (%)0.0%
Mean23.48810017
Minimum0
Maximum50
Zeros1
Zeros (%)< 0.1%
Memory size1.7 MiB
2020-10-27T18:30:47.728019image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile16
Q121
median23.9
Q326
95-th percentile30
Maximum50
Range50
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.403779822
Coefficient of variation (CV)0.1874898264
Kurtosis2.346087251
Mean23.48810017
Median Absolute Deviation (MAD)2.1
Skewness0.1402016268
Sum294987.05
Variance19.39327672
MonotocityNot monotonic
2020-10-27T18:30:47.860633image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2314020.6%
 
2413570.6%
 
2512780.6%
 
2211820.5%
 
2610160.4%
 
219730.4%
 
277630.3%
 
207140.3%
 
285410.2%
 
195240.2%
 
Other values (170)28091.2%
 
(Missing)21538194.5%
 
ValueCountFrequency (%) 
01< 0.1%
 
54< 0.1%
 
67< 0.1%
 
74< 0.1%
 
7.71< 0.1%
 
ValueCountFrequency (%) 
502< 0.1%
 
491< 0.1%
 
472< 0.1%
 
463< 0.1%
 
452< 0.1%
 

BaseExcess
Real number (ℝ)

MISSING
ZEROS

Distinct240
Distinct (%)1.2%
Missing208053
Missing (%)91.3%
Infinite0
Infinite (%)0.0%
Mean-1.239284457
Minimum-29
Maximum100
Zeros4361
Zeros (%)1.9%
Memory size1.7 MiB
2020-10-27T18:30:47.987293image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum-29
5-th percentile-8
Q1-3
median-1
Q30
95-th percentile5
Maximum100
Range129
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.19267707
Coefficient of variation (CV)-3.38314343
Kurtosis22.68367186
Mean-1.239284457
Median Absolute Deviation (MAD)2
Skewness0.8345482044
Sum-24645.65
Variance17.57854101
MonotocityNot monotonic
2020-10-27T18:30:48.120974image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
043611.9%
 
-121010.9%
 
-219530.9%
 
-316970.7%
 
-413440.6%
 
112670.6%
 
-59300.4%
 
28960.4%
 
37200.3%
 
-66550.3%
 
Other values (230)39631.7%
 
(Missing)20805391.3%
 
ValueCountFrequency (%) 
-292< 0.1%
 
-281< 0.1%
 
-255< 0.1%
 
-242< 0.1%
 
-23.21< 0.1%
 
ValueCountFrequency (%) 
1001< 0.1%
 
49.51< 0.1%
 
441< 0.1%
 
281< 0.1%
 
261< 0.1%
 

RRate
Real number (ℝ≥0)

MISSING

Distinct69
Distinct (%)< 0.1%
Missing40155
Missing (%)17.6%
Infinite0
Infinite (%)0.0%
Mean18.15404319
Minimum1
Maximum97
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:48.258583image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile11
Q115
median18
Q321
95-th percentile27
Maximum97
Range96
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.037030573
Coefficient of variation (CV)0.2774605371
Kurtosis3.719596972
Mean18.15404319
Median Absolute Deviation (MAD)3
Skewness0.9691946707
Sum3409057
Variance25.37167699
MonotocityNot monotonic
2020-10-27T18:30:48.393208image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16221959.7%
 
18218129.6%
 
20184378.1%
 
14165907.3%
 
15118125.2%
 
17113255.0%
 
12109344.8%
 
22105284.6%
 
19100444.4%
 
2178123.4%
 
Other values (59)4629620.3%
 
(Missing)4015517.6%
 
ValueCountFrequency (%) 
1101< 0.1%
 
21550.1%
 
387< 0.1%
 
41260.1%
 
598< 0.1%
 
ValueCountFrequency (%) 
971< 0.1%
 
961< 0.1%
 
931< 0.1%
 
841< 0.1%
 
731< 0.1%
 

Fibrinogen
Real number (ℝ≥0)

MISSING

Distinct538
Distinct (%)21.6%
Missing225447
Missing (%)98.9%
Infinite0
Infinite (%)0.0%
Mean262.4969114
Minimum34
Maximum1179
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:48.520909image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum34
5-th percentile105
Q1177
median233
Q3316
95-th percentile540
Maximum1179
Range1145
Interquartile range (IQR)139

Descriptive statistics

Standard deviation133.0209096
Coefficient of variation (CV)0.5067522848
Kurtosis4.58283259
Mean262.4969114
Median Absolute Deviation (MAD)66
Skewness1.705401971
Sum654404.8
Variance17694.56239
MonotocityNot monotonic
2020-10-27T18:30:48.652550image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
18321< 0.1%
 
21721< 0.1%
 
28119< 0.1%
 
20618< 0.1%
 
18518< 0.1%
 
21417< 0.1%
 
19217< 0.1%
 
17417< 0.1%
 
23817< 0.1%
 
25916< 0.1%
 
Other values (528)23121.0%
 
(Missing)22544798.9%
 
ValueCountFrequency (%) 
341< 0.1%
 
357< 0.1%
 
411< 0.1%
 
481< 0.1%
 
511< 0.1%
 
ValueCountFrequency (%) 
11791< 0.1%
 
10761< 0.1%
 
10002< 0.1%
 
8881< 0.1%
 
8821< 0.1%
 

Phosphate
Real number (ℝ≥0)

MISSING

Distinct135
Distinct (%)1.2%
Missing216350
Missing (%)94.9%
Infinite0
Infinite (%)0.0%
Mean3.612519413
Minimum0.2
Maximum16.4
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:48.789174image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.2
5-th percentile1.8
Q12.8
median3.4
Q34.2
95-th percentile6
Maximum16.4
Range16.2
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation1.384461725
Coefficient of variation (CV)0.3832399405
Kurtosis6.172640522
Mean3.612519413
Median Absolute Deviation (MAD)0.7
Skewness1.580903558
Sum41869.1
Variance1.916734268
MonotocityNot monotonic
2020-10-27T18:30:48.925820image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.24680.2%
 
3.44630.2%
 
3.14560.2%
 
3.34530.2%
 
3.54520.2%
 
3.74250.2%
 
2.94250.2%
 
33970.2%
 
3.93960.2%
 
3.83940.2%
 
Other values (125)72613.2%
 
(Missing)21635094.9%
 
ValueCountFrequency (%) 
0.21< 0.1%
 
0.34< 0.1%
 
0.42< 0.1%
 
0.510< 0.1%
 
0.616< 0.1%
 
ValueCountFrequency (%) 
16.41< 0.1%
 
14.91< 0.1%
 
14.21< 0.1%
 
13.81< 0.1%
 
132< 0.1%
 

WBC
Real number (ℝ≥0)

MISSING

Distinct529
Distinct (%)2.8%
Missing208857
Missing (%)91.6%
Infinite0
Infinite (%)0.0%
Mean11.73864854
Minimum0.1
Maximum440
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:49.074424image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile4.4
Q17.6
median10.4
Q314
95-th percentile22
Maximum440
Range439.9
Interquartile range (IQR)6.4

Descriptive statistics

Standard deviation10.08887179
Coefficient of variation (CV)0.8594576933
Kurtosis666.0885065
Mean11.73864854
Median Absolute Deviation (MAD)3.1
Skewness19.98488046
Sum224008.63
Variance101.7853341
MonotocityNot monotonic
2020-10-27T18:30:49.201078image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
81980.1%
 
8.61880.1%
 
8.21860.1%
 
11.61820.1%
 
7.21810.1%
 
9.81800.1%
 
101800.1%
 
11.41780.1%
 
7.81760.1%
 
8.81760.1%
 
Other values (519)172587.6%
 
(Missing)20885791.6%
 
ValueCountFrequency (%) 
0.17< 0.1%
 
0.25< 0.1%
 
0.31< 0.1%
 
0.43< 0.1%
 
0.53< 0.1%
 
ValueCountFrequency (%) 
4401< 0.1%
 
422.91< 0.1%
 
3871< 0.1%
 
375.41< 0.1%
 
3421< 0.1%
 

Creatinine
Real number (ℝ≥0)

MISSING

Distinct877
Distinct (%)4.9%
Missing210148
Missing (%)92.2%
Infinite0
Infinite (%)0.0%
Mean1.495777316
Minimum0.1
Maximum41.9
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:49.336713image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.5
Q10.7
median0.9
Q31.38
95-th percentile5
Maximum41.9
Range41.8
Interquartile range (IQR)0.68

Descriptive statistics

Standard deviation1.898111875
Coefficient of variation (CV)1.268980252
Kurtosis41.21822499
Mean1.495777316
Median Absolute Deviation (MAD)0.27
Skewness5.104396283
Sum26612.87
Variance3.602828691
MonotocityNot monotonic
2020-10-27T18:30:49.466368image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.813280.6%
 
0.712580.6%
 
0.911650.5%
 
0.610620.5%
 
18370.4%
 
0.56700.3%
 
1.16680.3%
 
1.24830.2%
 
1.33680.2%
 
1.42830.1%
 
Other values (867)96704.2%
 
(Missing)21014892.2%
 
ValueCountFrequency (%) 
0.13< 0.1%
 
0.228< 0.1%
 
0.211< 0.1%
 
0.221< 0.1%
 
0.271< 0.1%
 
ValueCountFrequency (%) 
41.91< 0.1%
 
29.11< 0.1%
 
252< 0.1%
 
24.031< 0.1%
 
23.831< 0.1%
 

PaCO2
Real number (ℝ≥0)

MISSING

Distinct370
Distinct (%)1.8%
Missing206897
Missing (%)90.8%
Infinite0
Infinite (%)0.0%
Mean41.11569643
Minimum10
Maximum100
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:49.609988image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile29
Q136
median40
Q345
95-th percentile56
Maximum100
Range90
Interquartile range (IQR)9

Descriptive statistics

Standard deviation8.929872607
Coefficient of variation (CV)0.2171888933
Kurtosis5.746824149
Mean41.11569643
Median Absolute Deviation (MAD)4.6
Skewness1.503809109
Sum865197.6
Variance79.74262477
MonotocityNot monotonic
2020-10-27T18:30:49.742629image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4011630.5%
 
4211580.5%
 
3811290.5%
 
3911260.5%
 
4110990.5%
 
3610520.5%
 
3710250.4%
 
439370.4%
 
449250.4%
 
358500.4%
 
Other values (360)105794.6%
 
(Missing)20689790.8%
 
ValueCountFrequency (%) 
101< 0.1%
 
111< 0.1%
 
122< 0.1%
 
132< 0.1%
 
142< 0.1%
 
ValueCountFrequency (%) 
1003< 0.1%
 
992< 0.1%
 
982< 0.1%
 
973< 0.1%
 
962< 0.1%
 

AST
Real number (ℝ≥0)

MISSING

Distinct737
Distinct (%)12.8%
Missing222179
Missing (%)97.5%
Infinite0
Infinite (%)0.0%
Mean193.444888
Minimum5
Maximum9961
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:49.876277image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile14
Q121
median36
Q384
95-th percentile766
Maximum9961
Range9956
Interquartile range (IQR)63

Descriptive statistics

Standard deviation682.8367081
Coefficient of variation (CV)3.529877243
Kurtosis81.59083872
Mean193.444888
Median Absolute Deviation (MAD)18
Skewness8.102897704
Sum1114436
Variance466265.9699
MonotocityNot monotonic
2020-10-27T18:30:50.013872image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
171710.1%
 
211700.1%
 
201630.1%
 
191630.1%
 
161600.1%
 
241550.1%
 
221530.1%
 
181410.1%
 
231320.1%
 
151220.1%
 
Other values (727)42311.9%
 
(Missing)22217997.5%
 
ValueCountFrequency (%) 
53< 0.1%
 
5.51< 0.1%
 
63< 0.1%
 
76< 0.1%
 
811< 0.1%
 
ValueCountFrequency (%) 
99611< 0.1%
 
97101< 0.1%
 
95201< 0.1%
 
91851< 0.1%
 
90601< 0.1%
 

FiO2
Real number (ℝ≥0)

MISSING
SKEWED

Distinct82
Distinct (%)0.3%
Missing201338
Missing (%)88.3%
Infinite0
Infinite (%)0.0%
Mean0.7016656642
Minimum0
Maximum4000
Zeros13
Zeros (%)< 0.1%
Memory size1.7 MiB
2020-10-27T18:30:50.155530image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.35
Q10.4
median0.5
Q30.6
95-th percentile1
Maximum4000
Range4000
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation24.52212569
Coefficient of variation (CV)34.94844759
Kurtosis26598.29267
Mean0.7016656642
Median Absolute Deviation (MAD)0.1
Skewness163.0841491
Sum18665.71
Variance601.3346484
MonotocityNot monotonic
2020-10-27T18:30:50.299145image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.587893.9%
 
0.477143.4%
 
132461.4%
 
0.622871.0%
 
0.711780.5%
 
0.87020.3%
 
0.355540.2%
 
0.34340.2%
 
0.453080.1%
 
0.212920.1%
 
Other values (72)10980.5%
 
(Missing)20133888.3%
 
ValueCountFrequency (%) 
013< 0.1%
 
0.026< 0.1%
 
0.031< 0.1%
 
0.0412< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
40001< 0.1%
 
5.051< 0.1%
 
22< 0.1%
 
1.71< 0.1%
 
1.23< 0.1%
 

Platelets
Real number (ℝ≥0)

MISSING

Distinct709
Distinct (%)3.9%
Missing209905
Missing (%)92.1%
Infinite0
Infinite (%)0.0%
Mean204.6664264
Minimum2
Maximum2322
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:50.438773image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile74
Q1137
median189
Q3251
95-th percentile385
Maximum2322
Range2320
Interquartile range (IQR)114

Descriptive statistics

Standard deviation104.1564061
Coefficient of variation (CV)0.5089081191
Kurtosis17.07426512
Mean204.6664264
Median Absolute Deviation (MAD)57
Skewness2.192224695
Sum3691159
Variance10848.55693
MonotocityNot monotonic
2020-10-27T18:30:50.572413image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
161107< 0.1%
 
183107< 0.1%
 
194105< 0.1%
 
152102< 0.1%
 
193101< 0.1%
 
17599< 0.1%
 
16799< 0.1%
 
17799< 0.1%
 
14499< 0.1%
 
15698< 0.1%
 
Other values (699)170197.5%
 
(Missing)20990592.1%
 
ValueCountFrequency (%) 
23< 0.1%
 
42< 0.1%
 
53< 0.1%
 
61< 0.1%
 
71< 0.1%
 
ValueCountFrequency (%) 
23221< 0.1%
 
15921< 0.1%
 
12531< 0.1%
 
11291< 0.1%
 
10361< 0.1%
 

SaO2
Real number (ℝ≥0)

MISSING

Distinct65
Distinct (%)0.5%
Missing214926
Missing (%)94.3%
Infinite0
Infinite (%)0.0%
Mean93.01052712
Minimum24
Maximum100
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:50.720021image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum24
5-th percentile65
Q195
median97
Q398
95-th percentile99
Maximum100
Range76
Interquartile range (IQR)3

Descriptive statistics

Standard deviation10.88727074
Coefficient of variation (CV)0.1170541773
Kurtosis5.155063251
Mean93.01052712
Median Absolute Deviation (MAD)1
Skewness-2.422332524
Sum1210439
Variance118.5326641
MonotocityNot monotonic
2020-10-27T18:30:51.820040image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
9838361.7%
 
9720110.9%
 
9919820.9%
 
9611840.5%
 
955350.2%
 
1004580.2%
 
944330.2%
 
932220.1%
 
921350.1%
 
9184< 0.1%
 
Other values (55)21340.9%
 
(Missing)21492694.3%
 
ValueCountFrequency (%) 
241< 0.1%
 
261< 0.1%
 
343< 0.1%
 
352< 0.1%
 
392< 0.1%
 
ValueCountFrequency (%) 
1004580.2%
 
9919820.9%
 
9838361.7%
 
9720110.9%
 
9611840.5%
 

Glucose
Real number (ℝ≥0)

MISSING

Distinct842
Distinct (%)1.8%
Missing180904
Missing (%)79.4%
Infinite0
Infinite (%)0.0%
Mean142.1694066
Minimum15
Maximum952
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:51.983601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum15
5-th percentile83
Q1108
median130
Q3160
95-th percentile243
Maximum952
Range937
Interquartile range (IQR)52

Descriptive statistics

Standard deviation56.89452998
Coefficient of variation (CV)0.4001882777
Kurtosis19.06615271
Mean142.1694066
Median Absolute Deviation (MAD)25
Skewness3.00001937
Sum6687080.21
Variance3236.987542
MonotocityNot monotonic
2020-10-27T18:30:52.131207image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1185530.2%
 
1245510.2%
 
1165510.2%
 
1305500.2%
 
1275350.2%
 
1145300.2%
 
1205230.2%
 
1325170.2%
 
1195100.2%
 
1125090.2%
 
Other values (832)4170718.3%
 
(Missing)18090479.4%
 
ValueCountFrequency (%) 
151< 0.1%
 
191< 0.1%
 
211< 0.1%
 
221< 0.1%
 
261< 0.1%
 
ValueCountFrequency (%) 
9521< 0.1%
 
9341< 0.1%
 
9241< 0.1%
 
9131< 0.1%
 
9121< 0.1%
 

ABPm
Real number (ℝ≥0)

MISSING

Distinct220
Distinct (%)0.1%
Missing32051
Missing (%)14.1%
Infinite0
Infinite (%)0.0%
Mean82.1172756
Minimum20
Maximum300
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:52.293772image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile60
Q171
median80
Q391
95-th percentile112
Maximum300
Range280
Interquartile range (IQR)20

Descriptive statistics

Standard deviation16.47187073
Coefficient of variation (CV)0.200589591
Kurtosis4.066769521
Mean82.1172756
Median Absolute Deviation (MAD)10
Skewness1.044135989
Sum16085871
Variance271.3225253
MonotocityNot monotonic
2020-10-27T18:30:52.478280image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7860882.7%
 
7459992.6%
 
7259522.6%
 
7659122.6%
 
8056952.5%
 
7054852.4%
 
8253942.4%
 
8451012.2%
 
6849692.2%
 
8647912.1%
 
Other values (210)14050361.6%
 
(Missing)3205114.1%
 
ValueCountFrequency (%) 
201< 0.1%
 
212< 0.1%
 
225< 0.1%
 
233< 0.1%
 
244< 0.1%
 
ValueCountFrequency (%) 
3001< 0.1%
 
2941< 0.1%
 
2931< 0.1%
 
2881< 0.1%
 
2871< 0.1%
 

Magnesium
Real number (ℝ≥0)

MISSING

Distinct69
Distinct (%)0.4%
Missing210417
Missing (%)92.3%
Infinite0
Infinite (%)0.0%
Mean2.004148833
Minimum0.5
Maximum9.6
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:52.634891image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.5
5-th percentile1.4
Q11.7
median2
Q32.2
95-th percentile2.7
Maximum9.6
Range9.1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.4372858864
Coefficient of variation (CV)0.2181903256
Kurtosis14.51567689
Mean2.004148833
Median Absolute Deviation (MAD)0.2
Skewness1.790705049
Sum35118.7
Variance0.1912189465
MonotocityNot monotonic
2020-10-27T18:30:52.799422image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.919960.9%
 
1.819760.9%
 
219700.9%
 
2.117330.8%
 
1.714970.7%
 
2.213240.6%
 
1.611580.5%
 
2.310480.5%
 
2.47840.3%
 
1.57300.3%
 
Other values (59)33071.5%
 
(Missing)21041792.3%
 
ValueCountFrequency (%) 
0.51< 0.1%
 
0.74< 0.1%
 
0.87< 0.1%
 
0.918< 0.1%
 
159< 0.1%
 
ValueCountFrequency (%) 
9.61< 0.1%
 
7.91< 0.1%
 
7.61< 0.1%
 
6.42< 0.1%
 
6.21< 0.1%
 

Potassium
Real number (ℝ≥0)

MISSING

Distinct311
Distinct (%)1.1%
Missing199547
Missing (%)87.5%
Infinite0
Infinite (%)0.0%
Mean4.152729194
Minimum1.3
Maximum10.75
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:52.977942image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1.3
5-th percentile3.2
Q13.7
median4.1
Q34.5
95-th percentile5.3
Maximum10.75
Range9.45
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.6701675482
Coefficient of variation (CV)0.1613800267
Kurtosis5.033649567
Mean4.152729194
Median Absolute Deviation (MAD)0.4
Skewness1.172191428
Sum117908.44
Variance0.4491245426
MonotocityNot monotonic
2020-10-27T18:30:53.150481image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
420470.9%
 
3.919260.8%
 
4.118980.8%
 
3.818190.8%
 
4.218050.8%
 
4.316440.7%
 
3.715460.7%
 
4.415200.7%
 
3.613730.6%
 
4.512390.5%
 
Other values (301)115765.1%
 
(Missing)19954787.5%
 
ValueCountFrequency (%) 
1.31< 0.1%
 
1.52< 0.1%
 
1.61< 0.1%
 
1.71< 0.1%
 
1.81< 0.1%
 
ValueCountFrequency (%) 
10.751< 0.1%
 
101< 0.1%
 
9.91< 0.1%
 
9.83< 0.1%
 
9.43< 0.1%
 

ABPd
Real number (ℝ≥0)

MISSING

Distinct397
Distinct (%)0.3%
Missing75522
Missing (%)33.1%
Infinite0
Infinite (%)0.0%
Mean64.01471073
Minimum20
Maximum298
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:53.332000image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile45
Q154.25
median62
Q372
95-th percentile89
Maximum298
Range278
Interquartile range (IQR)17.75

Descriptive statistics

Standard deviation13.92009713
Coefficient of variation (CV)0.2174515353
Kurtosis5.779728709
Mean64.01471073
Median Absolute Deviation (MAD)8
Skewness1.118394521
Sum9756994.18
Variance193.769104
MonotocityNot monotonic
2020-10-27T18:30:53.496557image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5849022.2%
 
6047042.1%
 
5646002.0%
 
6244482.0%
 
5442631.9%
 
5942601.9%
 
6442331.9%
 
5741871.8%
 
6341321.8%
 
5540391.8%
 
Other values (387)10865047.7%
 
(Missing)7552233.1%
 
ValueCountFrequency (%) 
202< 0.1%
 
215< 0.1%
 
21.51< 0.1%
 
227< 0.1%
 
239< 0.1%
 
ValueCountFrequency (%) 
2981< 0.1%
 
2911< 0.1%
 
2872< 0.1%
 
2811< 0.1%
 
2751< 0.1%
 

Calcium
Real number (ℝ≥0)

MISSING

Distinct389
Distinct (%)2.2%
Missing210110
Missing (%)92.2%
Infinite0
Infinite (%)0.0%
Mean7.161149187
Minimum1
Maximum20.6
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:53.687047image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.14
Q17.3
median8.2
Q38.7
95-th percentile9.6
Maximum20.6
Range19.6
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation2.812066531
Coefficient of variation (CV)0.3926836961
Kurtosis0.9396425597
Mean7.161149187
Median Absolute Deviation (MAD)0.6
Skewness-1.254064874
Sum127683.29
Variance7.907718176
MonotocityNot monotonic
2020-10-27T18:30:53.874544image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
8.58580.4%
 
8.47950.3%
 
8.67880.3%
 
8.27870.3%
 
8.37700.3%
 
8.17470.3%
 
8.77140.3%
 
8.87090.3%
 
86980.3%
 
8.96560.3%
 
Other values (379)103084.5%
 
(Missing)21011092.2%
 
ValueCountFrequency (%) 
119< 0.1%
 
1.0120< 0.1%
 
1.0226< 0.1%
 
1.0331< 0.1%
 
1.0433< 0.1%
 
ValueCountFrequency (%) 
20.61< 0.1%
 
20.21< 0.1%
 
19.81< 0.1%
 
19.61< 0.1%
 
19.41< 0.1%
 

Alkalinephos
Real number (ℝ≥0)

MISSING

Distinct419
Distinct (%)7.3%
Missing222232
Missing (%)97.5%
Infinite0
Infinite (%)0.0%
Mean97.79616328
Minimum12
Maximum3833
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:54.054088image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum12
5-th percentile34
Q153
median72
Q3104
95-th percentile233
Maximum3833
Range3821
Interquartile range (IQR)51

Descriptive statistics

Standard deviation122.7733791
Coefficient of variation (CV)1.255400775
Kurtosis359.7083731
Mean97.79616328
Median Absolute Deviation (MAD)23
Skewness14.60309266
Sum558220.5
Variance15073.30263
MonotocityNot monotonic
2020-10-27T18:30:54.213636image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5891< 0.1%
 
5490< 0.1%
 
6989< 0.1%
 
6086< 0.1%
 
5682< 0.1%
 
5580< 0.1%
 
4680< 0.1%
 
6779< 0.1%
 
6577< 0.1%
 
6276< 0.1%
 
Other values (409)48782.1%
 
(Missing)22223297.5%
 
ValueCountFrequency (%) 
121< 0.1%
 
143< 0.1%
 
155< 0.1%
 
166< 0.1%
 
174< 0.1%
 
ValueCountFrequency (%) 
38332< 0.1%
 
24401< 0.1%
 
23321< 0.1%
 
16501< 0.1%
 
15011< 0.1%
 

SpO2
Real number (ℝ≥0)

MISSING

Distinct68
Distinct (%)< 0.1%
Missing32748
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean97.66344932
Minimum20
Maximum100
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:54.376201image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile93
Q196
median98
Q3100
95-th percentile100
Maximum100
Range80
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.786186265
Coefficient of variation (CV)0.02852844421
Kurtosis50.16395017
Mean97.66344932
Median Absolute Deviation (MAD)2
Skewness-3.859190486
Sum19063124
Variance7.762833905
MonotocityNot monotonic
2020-10-27T18:30:54.542757image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1006666029.2%
 
982853712.5%
 
992488110.9%
 
97209759.2%
 
96200468.8%
 
95122905.4%
 
9493624.1%
 
9346682.0%
 
9234181.5%
 
9115510.7%
 
Other values (58)28041.2%
 
(Missing)3274814.4%
 
ValueCountFrequency (%) 
201< 0.1%
 
261< 0.1%
 
273< 0.1%
 
291< 0.1%
 
301< 0.1%
 
ValueCountFrequency (%) 
1006666029.2%
 
992488110.9%
 
982853712.5%
 
97209759.2%
 
96200468.8%
 

Bilirubin_direct
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct127
Distinct (%)17.7%
Missing227221
Missing (%)99.7%
Infinite0
Infinite (%)0.0%
Mean1.390723227
Minimum0.01
Maximum21.2
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:54.705322image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.01
5-th percentile0.1
Q10.1
median0.3
Q31.21
95-th percentile6.5
Maximum21.2
Range21.19
Interquartile range (IQR)1.11

Descriptive statistics

Standard deviation2.792721944
Coefficient of variation (CV)2.008107645
Kurtosis19.34649708
Mean1.390723227
Median Absolute Deviation (MAD)0.2
Skewness4.020511877
Sum999.93
Variance7.799295855
MonotocityNot monotonic
2020-10-27T18:30:54.874486image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.11690.1%
 
0.299< 0.1%
 
0.345< 0.1%
 
0.431< 0.1%
 
0.624< 0.1%
 
119< 0.1%
 
0.518< 0.1%
 
1.615< 0.1%
 
1.114< 0.1%
 
0.813< 0.1%
 
Other values (117)2720.1%
 
(Missing)22722199.7%
 
ValueCountFrequency (%) 
0.013< 0.1%
 
0.021< 0.1%
 
0.033< 0.1%
 
0.042< 0.1%
 
0.052< 0.1%
 
ValueCountFrequency (%) 
21.21< 0.1%
 
20.42< 0.1%
 
19.541< 0.1%
 
19.081< 0.1%
 
16.81< 0.1%
 

Chloride
Real number (ℝ≥0)

MISSING

Distinct86
Distinct (%)0.6%
Missing214023
Missing (%)93.9%
Infinite0
Infinite (%)0.0%
Mean106.2601854
Minimum66
Maximum141
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:55.024675image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum66
5-th percentile96
Q1103
median107
Q3110
95-th percentile115
Maximum141
Range75
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.916082022
Coefficient of variation (CV)0.05567543479
Kurtosis2.376956156
Mean106.2601854
Median Absolute Deviation (MAD)3
Skewness-0.3652115439
Sum1478823
Variance35.0000265
MonotocityNot monotonic
2020-10-27T18:30:55.182235image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
10811120.5%
 
10610710.5%
 
10710700.5%
 
10910390.5%
 
1059530.4%
 
1048470.4%
 
1108400.4%
 
1118030.4%
 
1037950.3%
 
1026280.3%
 
Other values (76)47592.1%
 
(Missing)21402393.9%
 
ValueCountFrequency (%) 
661< 0.1%
 
702< 0.1%
 
731< 0.1%
 
752< 0.1%
 
772< 0.1%
 
ValueCountFrequency (%) 
1411< 0.1%
 
1402< 0.1%
 
1394< 0.1%
 
1382< 0.1%
 
1371< 0.1%
 

Hct
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct564
Distinct (%)2.1%
Missing200643
Missing (%)88.0%
Infinite0
Infinite (%)0.0%
Mean31.28308972
Minimum9.4
Maximum63.4
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:55.345827image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum9.4
5-th percentile22.5
Q127.3
median30.9
Q335
95-th percentile41.4
Maximum63.4
Range54
Interquartile range (IQR)7.7

Descriptive statistics

Standard deviation5.770424896
Coefficient of variation (CV)0.1844582792
Kurtosis0.368048935
Mean31.28308972
Median Absolute Deviation (MAD)3.8
Skewness0.3253630089
Sum853934.5
Variance33.29780348
MonotocityNot monotonic
2020-10-27T18:30:55.518335image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
293440.2%
 
323240.1%
 
303150.1%
 
282990.1%
 
332790.1%
 
312760.1%
 
272600.1%
 
262540.1%
 
342460.1%
 
352350.1%
 
Other values (554)2446510.7%
 
(Missing)20064388.0%
 
ValueCountFrequency (%) 
9.41< 0.1%
 
9.71< 0.1%
 
10.71< 0.1%
 
111< 0.1%
 
11.51< 0.1%
 
ValueCountFrequency (%) 
63.41< 0.1%
 
621< 0.1%
 
61.82< 0.1%
 
611< 0.1%
 
58.81< 0.1%
 

Heartrate
Real number (ℝ≥0)

MISSING

Distinct153
Distinct (%)0.1%
Missing27812
Missing (%)12.2%
Infinite0
Infinite (%)0.0%
Mean84.52237068
Minimum23
Maximum191
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:55.660563image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum23
5-th percentile58
Q172
median83
Q395
95-th percentile116
Maximum191
Range168
Interquartile range (IQR)23

Descriptive statistics

Standard deviation17.64343729
Coefficient of variation (CV)0.2087428115
Kurtosis0.3653696566
Mean84.52237068
Median Absolute Deviation (MAD)12
Skewness0.4332218592
Sum16915293
Variance311.2908795
MonotocityNot monotonic
2020-10-27T18:30:55.807165image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
8079763.5%
 
9061202.7%
 
8856842.5%
 
8251882.3%
 
8451352.3%
 
7850252.2%
 
7048992.1%
 
8648142.1%
 
7648012.1%
 
7447062.1%
 
Other values (143)14578064.0%
 
(Missing)2781212.2%
 
ValueCountFrequency (%) 
231< 0.1%
 
267< 0.1%
 
271< 0.1%
 
288< 0.1%
 
295< 0.1%
 
ValueCountFrequency (%) 
1911< 0.1%
 
1841< 0.1%
 
1802< 0.1%
 
1781< 0.1%
 
1762< 0.1%
 

Bilirubin_total
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct205
Distinct (%)3.8%
Missing222614
Missing (%)97.7%
Infinite0
Infinite (%)0.0%
Mean1.640940668
Minimum0.1
Maximum46.5
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:55.964712image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.3
Q10.5
median0.8
Q31.4
95-th percentile5.6
Maximum46.5
Range46.4
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation3.244145334
Coefficient of variation (CV)1.977003432
Kurtosis50.67230012
Mean1.640940668
Median Absolute Deviation (MAD)0.4
Skewness6.342251167
Sum8739.65
Variance10.52447895
MonotocityNot monotonic
2020-10-27T18:30:56.120331image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.65190.2%
 
0.54890.2%
 
0.44780.2%
 
0.74490.2%
 
0.83880.2%
 
0.33560.2%
 
0.93030.1%
 
12190.1%
 
1.12020.1%
 
1.21770.1%
 
Other values (195)17460.8%
 
(Missing)22261497.7%
 
ValueCountFrequency (%) 
0.144< 0.1%
 
0.21620.1%
 
0.251< 0.1%
 
0.33560.2%
 
0.44780.2%
 
ValueCountFrequency (%) 
46.51< 0.1%
 
40.21< 0.1%
 
38.51< 0.1%
 
36.51< 0.1%
 
361< 0.1%
 

TroponinI
Real number (ℝ≥0)

MISSING

Distinct858
Distinct (%)22.7%
Missing224164
Missing (%)98.3%
Infinite0
Infinite (%)0.0%
Mean7.269239936
Minimum0.01
Maximum440
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:56.266906image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.01
5-th percentile0.01
Q10.03
median0.15
Q32.05
95-th percentile40
Maximum440
Range439.99
Interquartile range (IQR)2.02

Descriptive statistics

Standard deviation25.1724415
Coefficient of variation (CV)3.462871184
Kurtosis70.77601137
Mean7.269239936
Median Absolute Deviation (MAD)0.14
Skewness7.13756734
Sum27448.65
Variance633.6518113
MonotocityNot monotonic
2020-10-27T18:30:56.406567image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.015390.2%
 
0.034170.2%
 
0.041430.1%
 
0.021390.1%
 
0.05103< 0.1%
 
0.0695< 0.1%
 
0.0789< 0.1%
 
0.0871< 0.1%
 
4063< 0.1%
 
0.156< 0.1%
 
Other values (848)20610.9%
 
(Missing)22416498.3%
 
ValueCountFrequency (%) 
0.015390.2%
 
0.021390.1%
 
0.034170.2%
 
0.041430.1%
 
0.05103< 0.1%
 
ValueCountFrequency (%) 
4401< 0.1%
 
381.61< 0.1%
 
338.921< 0.1%
 
243.811< 0.1%
 
235.881< 0.1%
 

ABPs
Real number (ℝ≥0)

MISSING

Distinct225
Distinct (%)0.1%
Missing36290
Missing (%)15.9%
Infinite0
Infinite (%)0.0%
Mean122.3698774
Minimum21
Maximum287
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:56.544198image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum21
5-th percentile90
Q1105
median119
Q3137
95-th percentile165
Maximum287
Range266
Interquartile range (IQR)32

Descriptive statistics

Standard deviation23.2738339
Coefficient of variation (CV)0.1901925082
Kurtosis0.7004682059
Mean122.3698774
Median Absolute Deviation (MAD)15
Skewness0.6770533315
Sum23452187
Variance541.6713445
MonotocityNot monotonic
2020-10-27T18:30:56.692801image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
11039891.8%
 
11239791.7%
 
11439511.7%
 
11639111.7%
 
11839001.7%
 
10838471.7%
 
10637541.6%
 
10437481.6%
 
12037121.6%
 
10235721.6%
 
Other values (215)15328767.2%
 
(Missing)3629015.9%
 
ValueCountFrequency (%) 
211< 0.1%
 
222< 0.1%
 
241< 0.1%
 
301< 0.1%
 
322< 0.1%
 
ValueCountFrequency (%) 
2871< 0.1%
 
2821< 0.1%
 
2761< 0.1%
 
2752< 0.1%
 
2741< 0.1%
 

pH
Real number (ℝ≥0)

MISSING

Distinct86
Distinct (%)0.3%
Missing202894
Missing (%)89.0%
Infinite0
Infinite (%)0.0%
Mean7.367231494
Minimum6.82
Maximum7.78
Zeros0
Zeros (%)0.0%
Memory size1.7 MiB
2020-10-27T18:30:56.848348image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum6.82
5-th percentile7.25
Q17.33
median7.37
Q37.41
95-th percentile7.48
Maximum7.78
Range0.96
Interquartile range (IQR)0.08

Descriptive statistics

Standard deviation0.07438382858
Coefficient of variation (CV)0.01009657816
Kurtosis3.234598486
Mean7.367231494
Median Absolute Deviation (MAD)0.04
Skewness-0.7045526585
Sum184519.68
Variance0.005532953955
MonotocityNot monotonic
2020-10-27T18:30:57.000977image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7.3817010.7%
 
7.3616340.7%
 
7.3515500.7%
 
7.3715150.7%
 
7.415000.7%
 
7.3914950.7%
 
7.3413010.6%
 
7.4112240.5%
 
7.4211430.5%
 
7.3211400.5%
 
Other values (76)108434.8%
 
(Missing)20289489.0%
 
ValueCountFrequency (%) 
6.822< 0.1%
 
6.841< 0.1%
 
6.861< 0.1%
 
6.872< 0.1%
 
6.886< 0.1%
 
ValueCountFrequency (%) 
7.781< 0.1%
 
7.691< 0.1%
 
7.681< 0.1%
 
7.663< 0.1%
 
7.651< 0.1%
 

Interactions

2020-10-27T18:28:28.068952image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.150733image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.228539image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.305333image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.385133image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.462963image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.552130image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.653547image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.733331image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.820103image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:28.938813image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.029539image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.107331image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.190622image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.272440image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.355182image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.437960image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.522732image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.614489image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.707748image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.793519image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.870349image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:29.945154image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.021944image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.100733image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.176531image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.252291image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.334683image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.411496image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.493266image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.573017image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.650838image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.727634image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.806430image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.888204image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:30.966002image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.045763image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.123580image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.199371image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.276175image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.352965image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:28:31.444685image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
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2020-10-27T18:30:25.768972image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:25.851011image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:25.952708image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.032539image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.115314image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.196123image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.276863image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.358675image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.438196image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.517993image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.596776image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.682679image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.765481image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.845851image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:26.928594image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.012408image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.090196image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.167987image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.248406image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.326148image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.405935image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.488053image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.569434image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.652181image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.738951image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.825719image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.914481image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:27.996262image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.078051image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.157830image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.241606image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.328398image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.409213image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.490999image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.571743image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.652561image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.730351image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.813098image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.892922image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:28.973668image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.054476image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.133267image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.209641image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.290960image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.368787image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.450531image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.532331image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.656998image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.753738image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.870427image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:29.973151image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:30.078869image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:30.422948image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:30.621418image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:30.747081image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:30.885710image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.077198image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.315560image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.457181image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.606780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.743421image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:31.931911image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.064556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.196204image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.342810image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.581175image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.763685image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:32.986089image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.238751image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.383365image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.512021image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.614745image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.717470image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.830171image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:33.985754image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.146324image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.314873image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.438541image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.542264image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.645986image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.795587image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:34.904298image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.025970image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.137673image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.246383image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.348108image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.449836image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.557548image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.666257image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.772972image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.863761image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:35.957523image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.048268image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.134037image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.221804image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.305546image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.395307image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.494043image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.602754image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.706495image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:36.799259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Correlations

2020-10-27T18:30:57.217363image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-10-27T18:30:57.601373image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-10-27T18:30:57.972397image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-10-27T18:30:58.366448image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2020-10-27T18:30:37.957127image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:39.918880image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:43.371674image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-27T18:30:44.648226image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Sample

First rows

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Last rows

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